AI & Machine Learning Services for Eppalock Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Eppalock or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Eppalock services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Eppalock or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a business owner or decision-maker in Eppalock, Victoria, Australia, you know the importance of partnering with a trusted ally to drive your projects forward. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering exceptional results. Our team is dedicated to supporting businesses like yours across Eppalock, Victoria, Australia, as well as throughout the country. With over two decades of experience under our belt, we've developed a unique blend of innovation, expertise, and practical problem-solving skills. This combination enables us to tackle even the most complex challenges and deliver tailored solutions that align with your specific needs. As a national company operating throughout Eppalock, Victoria, Australia, we're committed to supporting local businesses in their pursuit of success. At COLETEK, we understand that reliability is paramount when working on critical projects. That's why we take pride in our ability to deliver consistently high-quality outcomes, collaborating closely with your team every step of the way. Our engineers and product development experts are dedicated professionals who share your passion for results-driven innovation. Throughout Eppalock, Victoria, Australia, local businesses trust COLETEK to help them push boundaries, overcome obstacles, and achieve their goals. We've earned a reputation for being a trusted partner in engineering and product development, with a track record of outstanding performance across various industries. Our commitment to excellence is matched only by our dedication to the people we work with. So why settle for anything less than exceptional when you can have the best? Partnering with COLETEK means accessing state-of-the-art capabilities, combined expertise in multiple disciplines, and years of experience in delivering customized solutions. We're ready to help your business thrive – let's get started today!